Stochastic Optimization (14)

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15:20

A Stochastic Gradient Method with an Exponential Convergence Rate for Finite Tra...

Nicolas Le Roux

2013-01-22

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7416 Views

Lecture
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14:26

Graphical Models via Generalized Linear Models

Eunho Yang

2013-01-16

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5681 Views

Lecture
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21:06

Privacy Aware Learning

John Duchi

2013-01-16

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4167 Views

Lecture
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02:41

Factoring nonnegative matrices with linear programs

Victor Bittorf

2013-01-14

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3140 Views

Demonstration
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23:06

Stochastic optimization with non-i.id. noise

Alekh Agarwal

2012-01-25

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3979 Views

Lecture
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51:54

Lock-Free Approaches to Parallelizing Stochastic Gradient Descent

Benjamin Recht

2012-01-25

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7800 Views

Invited Talk
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19:55

Making Gradient Descent Optimal for Strongly Convex Stochastic Optimization

Ohad Samir

2012-01-25

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4259 Views

Lecture
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03:42

Non-Asymptotic Analysis of Stochastic Approximation Algorithms for Machine Learn...

Francis R. Bach

2012-01-19

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3866 Views

Demonstration
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17:43

Beyond the regret minimization barrier: an optimal algorithm for stochastic stro...

Satyen Kale

2011-08-02

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3627 Views

Lecture
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03:25

Online Learning for Latent Dirichlet Allocation

Matt Hoffman

2011-03-25

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8524 Views

Demonstration
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24:59

A Stochastic Memoizer for Sequence Data

Frank Wood

2009-08-26

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6511 Views

Lecture
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21:58

Stochastic Search Using the Natural Gradient

Sun Yi

2009-08-26

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4665 Views

Lecture
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29:29

Stochastic Models of User-Contributory Web Sites

Tad Hogg

2009-06-24

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3585 Views

Lecture
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51:12

An efficient approach to stochastic optimal control

Bert Kappen

2008-08-05

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11849 Views

Lecture